Emetlab

About Us

We are EMETLAB, an AI data infrastructure company built on a single conviction: the quality ceiling of any AI system is determined by its training data, not its architecture or compute. Quality in, intelligence out.

Founded in 2015, we set out to solve the most critical bottleneck in AI development. While the industry raced to scale models bigger and faster, we turned our attention to what actually moves the needle: expert-produced, rigorously validated training data that transforms good models into exceptional ones.

We are not a crowd-sourcing platform. Every dataset we produce is built by domain specialists. Senior software engineers write our code annotations. Licensed physicians curate our clinical reasoning data. Qualified solicitors label our legal corpora. Working financial analysts structure our market intelligence. Our contributor network spans over 5,000 vetted experts across 120 countries, covering more than 100 languages and 50 specialisations. This is not labelling at scale. This is expertise at scale.

Our work spans twelve specialised dataset domains: Coding, Conversational and Dialog, Math and Reasoning, Multilingual and Translation, STEM and Research, Medical and Healthcare, Legal and Compliance, Finance and Economics, Image and Vision, Audio and Speech, Multimodal, and fully Custom datasets built to exact client specifications. Every data point passes through multi-stage quality assurance to meet our 98%+ accuracy benchmark.

Beyond datasets, we offer end-to-end AI solutions that take organisations from raw data to production-ready intelligence. Our solutions include Fine-Tuning, RLHF and Alignment, Red Teaming, Model Evaluation, Data Annotation, Synthetic Data Generation, and Pre-Training Data Pipelines. We operate as an extension of our clients' teams, embedded partners rather than transactional vendors.

We work with AI laboratories building frontier models, enterprise teams at Fortune 500 companies, ambitious startups creating vertical AI products, and sovereign AI programmes advancing national technology capabilities. Our clients span healthcare, financial services, legal, technology, autonomous systems, life sciences, education, and defence. They choose us because we deliver results. Measurable results: 42% accuracy improvements, 3x faster time-to-production, 99.4% regulatory precision.

Security and compliance are foundational to everything we do. We maintain SOC 2 Type II and ISO 27001 certifications, full GDPR and CCPA compliance, and enterprise-grade data protection protocols. When organisations trust us with their most sensitive training pipelines, that trust is earned and protected.

We have curated over 10 million data points, built more than 50 dataset packs, and paid out over $50 million to our global contributor network. But the number we care about most is one: the quality standard we hold every single annotation to before it reaches our clients' models.

The teams building the next generation of AI need a data partner that matches their ambition. That partner is us.